Mof Cloud Cost Dashboard

Unified bill schema

Heterogeneous cloud bills normalized into one model

One multi-cloud board

Bills across clouds auto-synced, all on one screen

Discounts & credits

See list price, actual price and discount rate

Multi-dimensional drill-down

By cost center, tag, region — down to daily and per-resource

Custom org structure

Nest groups freely to mirror company, department, team

Monthly rules · versioned

Tweak ratios each month; versions saved and auto-copied

Multi-granularity split

By dimension, resource, virtual tag, even billing sub-items

Cross-cloud allocation

AWS, Alibaba and Huawei split into one org

Smart algorithmic detection

Built-in algorithms surface cost anomalies automatically

Per-group tuning

Group by service, project, region — each with its own params

Fast attribution

Pinpoint the billing item, usage and resource behind it

Subscribe · auto reports

Subscribe to anomalies and get reports pushed — no watching dashboards

Zero setup · straight from bills

No gateway or code changes — read AI usage from cloud bills

Covers China LLM platforms

Pulls bills from Alibaba Bailian, Baidu Qianfan and more

Token breakdown by model

Input, cached, output, embedding — every dimension

Cost & cache-hit rate

Spend and cache-hit rate for each model

No changes to cloud resources

Tags live only in Mof — no permissions touched, no real resources changed

Tag only what’s billed

Tag only resources with spend, nothing irrelevant

Finer, resource-level

Tag down to the resource — finer than native cloud groups

Rule-based · auto-applied monthly

By service, region, account… saved once, applied every month

Auto-detect waste

Over-provisioned, idle, orphaned, stopped-but-billed — all caught

Based on P95 usage

Real P95 to judge over-provisioning, fewer false positives

Quantified savings

Each recommendation shows potential savings, ranked by impact

Actionable steps

Concrete downsize, reclaim and release recommendations

Grafana-style customization

Drag-and-drop layout; pick charts and data sources per panel

One-click panel sets

Pick a service to generate a full set of billing-item panels

Cost · usage · billing items

Three data sources, down to billing-item granularity

Preset boards per account

Every cloud account works out of the box — cost, usage, billing items

Export any scope

Allocation set, all cloud accounts, or a single account

Bills follow your split rules

Allocated group bills, per your allocation rules

Excel · multi-currency

Excel format, in USD or CNY

Cost + usage detail

Not just amounts — export usage detail by service

Rich cards, every channel

Lark, DingTalk, WeCom, Slack, email — as rich cards

Subscribe to anything

Single account (or one group), multi-cloud, allocation sets

Scheduled reports + alerts

Daily cost reports on schedule, anomalies alerted automatically

System events too

Instant notice on account removal, sync failures and more

Precise, scoped sharing

Share by dimension, department or split rule — they see only that slice

Share to a user or team

Share with an individual user, or a whole team

Multi-cloud & allocation sets

Shared data can include multi-cloud bills and allocation sets

Re-allocate downstream

Recipients can keep allocating the shared data

Bills auto-exported to CSV

Pulled from cloud APIs, converted to CSV, pushed to object storage

Many accounts, one bucket

Bills from multiple cloud accounts into a single bucket

Many destinations

Alibaba / Tencent / Huawei / Volcengine / Baidu / AWS

Scheduled · downloadable

Runs daily or on demand — download anytime

Auto-synced rates

Latest rates synced automatically, 10+ currencies

Normalize to one currency

Convert multi-cloud, multi-currency bills to one base (USD, CNY…)

Monthly overrides

Override with finance-agreed rates per month, applied automatically

Applied everywhere

Boards, reports and allocation all use this rate